Identifying impact factors and spatial variability of pollutants is essential for understanding environmental exposure and devising solutions. This research focused on PM2.5 as the target pollutant and developed land use regression models specific to the Shenyang metropolitan area in 2020. Utilizing the Least Absolute Shrinkage and Selection Operator approach, models were developed for all seasons and for the annual average, explaining 62–70% of the variability in PM2.5 concentrations. Among the predictors, surface pressure exhibited a positive correlation with PM2.5 concentrations throughout most of the year. Conversely, both elevation and tree cover had negative effects on PM2.5 levels. At a 2000 m scale, landscape aggregation decreased PM2.5 levels, while at a larger scale (5000 m), landscape splitting facilitated PM2.5 dispersion. According to the partial R2 results, vegetation-related land use types were significant, with the shrubland proportion positively correlated with local-scale PM2.5 concentrations in spring. Bare vegetation areas were the primary positive factor in autumn, whereas the mitigating effect of tree cover contrasted with this trend, even in winter. The NDVI, an index used to assess vegetation growth, was not determined to be a primary influencing factor. The findings reaffirm the function of vegetation cover in reducing PM2.5. Based on the research, actionable strategies for PM2.5 pollution control were outlined to promote sustainable development in the region.
Rapid industrialization, urbanization, resource exploitation, and energy use have caused global pollution and ecological degradation, hindering sustainable development. Functionally versatile microbes are eco-friendly resources for addressing environmental problems. Geobacter, a vital genus featuring outstanding extracellular electron transfer (EET), has drawn widespread research interest, with studies centered on EET mechanisms, microbial fuel cells, biogeochemical cycling and environmental bioremediation. Though valuable across energy, environmental and geoscience disciplines, a systematic bibliometric review of Geobacter research evolution is absent. This paper fills the gap via comprehensive bibliometric analysis of 2000–2026 Web of Science Core Collection papers covering Geobacter and the closely related genus Trichlorobacter, recently re-established as a standalone genus, focusing on bioremediation, dissimilatory Fe(III) reduction, microbial electrochemistry and biogeochemical cycles. This bibliometric profiling clarifies the evolving research frontiers in electroactive microbe-mediated environmental remediation and geochemical cycling, delivering refined scientific implications and actionable theoretical guidance for future ecological restoration and pollution remediation practices.
Organohalide-respiring bacteria (OHRB) facilitate the reductive dehalogenation of toxic halogenated compounds in the environment, which supports their growth and proliferation. Research conducted on OHRB has achieved notable advancements. However, given the intricacy of the ecosystem and the methodologies employed for microbial isolation, numerous constraints persist. Further exploration is imperative to elucidate the physiological characteristics, ecological functions, and technological applications of OHRB. This study aimed to evaluate the outcomes and insights of prior research via a bibliometric analysis of three obligate OHRB genera—Dehalococcoides, Dehalobacter, and Dehalogenimonas—over a three-decade period from 1994 to 2024, based on the Web of Science (WOS) database. The results show that research on these three bacterial genera has advanced in sequence since the initiation of studies in this field. The research area encompasses the identification and isolation of novel OHRB species, the gene sequencing of related enzymes, and the role of microorganisms in the remediation of environmental pollutants, reflecting a gradual transition from individual investigations of OHRB to the applications of microorganisms in remediating complex environmental pollution. This study systematically reviewed the past research history of this field and conducted an in-depth analysis of research hotspots. The integration of this analysis with technological development trends and practical application requirements provides a theoretical basis and innovative concepts for future research directions in the field of ecological environment restoration.